How ChatGPT Actually Works

You are about to do the same thing it does.

01

Start here

Can you do what ChatGPT does?

Spoiler: you already can.

fill in the blank
02

Think about it

What just happened?

Less than you think.

the tiny move
03

Take it further

But how does a whole answer appear?

Watch closely.

building the answer
04

How it trained

How did it learn to guess well?

The hard way.

the training loop
05

The training data

What did it learn from?

From lots of human writing.

training data
06

Context

Does it remember what came before?

Further back than you'd expect.

find the connection
07

The catch

It doesn't know when it's wrong.

The wording that sounds most certain is the one to watch.

fact check
08

The short version

So what actually is it?

You've been doing it this whole time.

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the full picture